{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-04-29T11:44:21.384662Z",
     "start_time": "2021-04-29T11:44:21.324627Z"
    }
   },
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-04-29T11:44:40.817626Z",
     "start_time": "2021-04-29T11:44:40.701630Z"
    }
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import os \n",
    "import sys \n",
    "import tqdm\n",
    "import torch \n",
    "import torch.nn as nn\n",
    "from PIL import Image\n",
    "import torchvision\n",
    "import fileinput\n",
    "from tqdm.notebook import tqdm\n",
    "from matplotlib import pyplot as plt\n",
    "import matplotlib.image as mpimg\n",
    "import seaborn as sns\n",
    "sys.path.append('../')\n",
    "from  SSD3d.codes import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-04-29T11:44:43.991628Z",
     "start_time": "2021-04-29T11:44:43.662631Z"
    }
   },
   "outputs": [],
   "source": [
    "label_df = pd.read_csv('label_df.csv')\n",
    "calib_df = pd.read_csv('calib_df.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-04-29T11:44:44.151628Z",
     "start_time": "2021-04-29T11:44:44.020625Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#id</th>\n",
       "      <th>type</th>\n",
       "      <th>truncated</th>\n",
       "      <th>occluded</th>\n",
       "      <th>alpha</th>\n",
       "      <th>bbox_lift</th>\n",
       "      <th>bbox_top</th>\n",
       "      <th>bbox_right</th>\n",
       "      <th>bbox_bottom</th>\n",
       "      <th>height</th>\n",
       "      <th>width</th>\n",
       "      <th>length</th>\n",
       "      <th>pos_x</th>\n",
       "      <th>pos_y</th>\n",
       "      <th>pos_z</th>\n",
       "      <th>rot_y</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>Pedestrian</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>712.40</td>\n",
       "      <td>143.00</td>\n",
       "      <td>810.73</td>\n",
       "      <td>307.92</td>\n",
       "      <td>1.89</td>\n",
       "      <td>0.48</td>\n",
       "      <td>1.20</td>\n",
       "      <td>1.84</td>\n",
       "      <td>1.47</td>\n",
       "      <td>8.41</td>\n",
       "      <td>0.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>Truck</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1.57</td>\n",
       "      <td>599.41</td>\n",
       "      <td>156.40</td>\n",
       "      <td>629.75</td>\n",
       "      <td>189.25</td>\n",
       "      <td>2.85</td>\n",
       "      <td>2.63</td>\n",
       "      <td>12.34</td>\n",
       "      <td>0.47</td>\n",
       "      <td>1.49</td>\n",
       "      <td>69.44</td>\n",
       "      <td>-1.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1</td>\n",
       "      <td>Car</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.85</td>\n",
       "      <td>387.63</td>\n",
       "      <td>181.54</td>\n",
       "      <td>423.81</td>\n",
       "      <td>203.12</td>\n",
       "      <td>1.67</td>\n",
       "      <td>1.87</td>\n",
       "      <td>3.69</td>\n",
       "      <td>-16.53</td>\n",
       "      <td>2.39</td>\n",
       "      <td>58.49</td>\n",
       "      <td>1.57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>Cyclist</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>-1.65</td>\n",
       "      <td>676.60</td>\n",
       "      <td>163.95</td>\n",
       "      <td>688.98</td>\n",
       "      <td>193.93</td>\n",
       "      <td>1.86</td>\n",
       "      <td>0.60</td>\n",
       "      <td>2.02</td>\n",
       "      <td>4.59</td>\n",
       "      <td>1.32</td>\n",
       "      <td>45.84</td>\n",
       "      <td>-1.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>DontCare</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>-1</td>\n",
       "      <td>-10.00</td>\n",
       "      <td>503.89</td>\n",
       "      <td>169.71</td>\n",
       "      <td>590.61</td>\n",
       "      <td>190.13</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1000.00</td>\n",
       "      <td>-1000.00</td>\n",
       "      <td>-1000.00</td>\n",
       "      <td>-10.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   #id        type  truncated  occluded  alpha  bbox_lift  bbox_top  \\\n",
       "0    0  Pedestrian        0.0         0  -0.20     712.40    143.00   \n",
       "1    1       Truck        0.0         0  -1.57     599.41    156.40   \n",
       "2    1         Car        0.0         0   1.85     387.63    181.54   \n",
       "3    1     Cyclist        0.0         3  -1.65     676.60    163.95   \n",
       "4    1    DontCare       -1.0        -1 -10.00     503.89    169.71   \n",
       "\n",
       "   bbox_right  bbox_bottom  height  width  length    pos_x    pos_y    pos_z  \\\n",
       "0      810.73       307.92    1.89   0.48    1.20     1.84     1.47     8.41   \n",
       "1      629.75       189.25    2.85   2.63   12.34     0.47     1.49    69.44   \n",
       "2      423.81       203.12    1.67   1.87    3.69   -16.53     2.39    58.49   \n",
       "3      688.98       193.93    1.86   0.60    2.02     4.59     1.32    45.84   \n",
       "4      590.61       190.13   -1.00  -1.00   -1.00 -1000.00 -1000.00 -1000.00   \n",
       "\n",
       "   rot_y  \n",
       "0   0.01  \n",
       "1  -1.56  \n",
       "2   1.57  \n",
       "3  -1.55  \n",
       "4 -10.00  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "label_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-04-29T11:44:44.439627Z",
     "start_time": "2021-04-29T11:44:44.328631Z"
    },
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#id</th>\n",
       "      <th>height</th>\n",
       "      <th>width</th>\n",
       "      <th>length</th>\n",
       "      <th>pos_x</th>\n",
       "      <th>pos_y</th>\n",
       "      <th>pos_z</th>\n",
       "      <th>rot_y</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>1.89</td>\n",
       "      <td>0.48</td>\n",
       "      <td>1.20</td>\n",
       "      <td>1.84</td>\n",
       "      <td>1.47</td>\n",
       "      <td>8.41</td>\n",
       "      <td>0.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>2.85</td>\n",
       "      <td>2.63</td>\n",
       "      <td>12.34</td>\n",
       "      <td>0.47</td>\n",
       "      <td>1.49</td>\n",
       "      <td>69.44</td>\n",
       "      <td>-1.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1</td>\n",
       "      <td>1.67</td>\n",
       "      <td>1.87</td>\n",
       "      <td>3.69</td>\n",
       "      <td>-16.53</td>\n",
       "      <td>2.39</td>\n",
       "      <td>58.49</td>\n",
       "      <td>1.57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>1.86</td>\n",
       "      <td>0.60</td>\n",
       "      <td>2.02</td>\n",
       "      <td>4.59</td>\n",
       "      <td>1.32</td>\n",
       "      <td>45.84</td>\n",
       "      <td>-1.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1000.00</td>\n",
       "      <td>-1000.00</td>\n",
       "      <td>-1000.00</td>\n",
       "      <td>-10.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   #id  height  width  length    pos_x    pos_y    pos_z  rot_y\n",
       "0    0    1.89   0.48    1.20     1.84     1.47     8.41   0.01\n",
       "1    1    2.85   2.63   12.34     0.47     1.49    69.44  -1.56\n",
       "2    1    1.67   1.87    3.69   -16.53     2.39    58.49   1.57\n",
       "3    1    1.86   0.60    2.02     4.59     1.32    45.84  -1.55\n",
       "4    1   -1.00  -1.00   -1.00 -1000.00 -1000.00 -1000.00 -10.00"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_df = label_df.loc[:,['#id','height','width','length','pos_x','pos_y','pos_z','rot_y']]\n",
    "data_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-04-29T11:46:10.799103Z",
     "start_time": "2021-04-29T11:46:10.664108Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['Pedestrian', 'Person_sitting'], dtype=object)"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "label_df[label_df['width']>label_df['length']]['type'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-03-19T05:47:47.112847Z",
     "start_time": "2021-03-19T05:47:46.867261Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(torch.Size([3, 370, 1220]),\n",
       " array([[0.  , 1.89, 0.48, 1.2 , 1.84, 1.47, 8.41, 0.01]]))"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mean,std = [0.485, 0.456, 0.406], [0.229, 0.224, 0.225]\n",
    "data_transform = torchvision.transforms.Compose([\n",
    "    torchvision.transforms.Resize((370,1220)),\n",
    "    torchvision.transforms.ToTensor(),\n",
    "    torchvision.transforms.Normalize(mean,std)\n",
    "])\n",
    "\n",
    "class OBDataset(torch.utils.data.Dataset):\n",
    "    root_dir=os.path.join(\"data_object_image_2\",\"training\",\"image_2\")\n",
    "    def __init__(self,dataframe=data_df,training=True,transform=None):\n",
    "        self.df = dataframe\n",
    "        self.img_names = [os.path.join(self.root_dir,\"0\" * (6 - len(str(idx)))+ str(idx)+\".png\") for idx in range(len(dataframe))]\n",
    "        self.training = training\n",
    "        self.transform = transform\n",
    "\n",
    "    def __len__(self):\n",
    "        return 500\n",
    "    \n",
    "    def __getitem__(self,idx):\n",
    "        \n",
    "        img_path = self.img_names[idx]\n",
    "        data = Image.open(img_path).convert('RGB')\n",
    "        if self.transform:\n",
    "            data = self.transform(data)\n",
    "        else :\n",
    "            data = torch.from_numpy(np.asarray(data))\n",
    "        return data,self.df[self.df['#id'] == idx].values\n",
    "\n",
    "\n",
    "dataset = OBDataset(data_df.iloc[:200],transform=data_transform)\n",
    "next(iter(dataset))[0].shape,next(iter(dataset))[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-03-19T05:47:50.980756Z",
     "start_time": "2021-03-19T05:47:50.852695Z"
    },
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#id</th>\n",
       "      <th>type</th>\n",
       "      <th>truncated</th>\n",
       "      <th>occluded</th>\n",
       "      <th>alpha</th>\n",
       "      <th>bbox_lift</th>\n",
       "      <th>bbox_top</th>\n",
       "      <th>bbox_right</th>\n",
       "      <th>bbox_bottom</th>\n",
       "      <th>height</th>\n",
       "      <th>width</th>\n",
       "      <th>length</th>\n",
       "      <th>pos_x</th>\n",
       "      <th>pos_y</th>\n",
       "      <th>pos_z</th>\n",
       "      <th>rot_y</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>Pedestrian</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.2</td>\n",
       "      <td>712.4</td>\n",
       "      <td>143.0</td>\n",
       "      <td>810.73</td>\n",
       "      <td>307.92</td>\n",
       "      <td>1.89</td>\n",
       "      <td>0.48</td>\n",
       "      <td>1.2</td>\n",
       "      <td>1.84</td>\n",
       "      <td>1.47</td>\n",
       "      <td>8.41</td>\n",
       "      <td>0.01</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   #id        type  truncated  occluded  alpha  bbox_lift  bbox_top  \\\n",
       "0    0  Pedestrian        0.0         0   -0.2      712.4     143.0   \n",
       "\n",
       "   bbox_right  bbox_bottom  height  width  length  pos_x  pos_y  pos_z  rot_y  \n",
       "0      810.73       307.92    1.89   0.48     1.2   1.84   1.47   8.41   0.01  "
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "label_df[label_df['#id']==0]\n",
    "# label_df.sample(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-03-19T05:47:52.288511Z",
     "start_time": "2021-03-19T05:47:51.588539Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[[803.8590895  815.18865579]\n",
      "  [815.18865579 711.10979771]\n",
      "  [711.10979771 705.56712797]\n",
      "  [705.56712797 803.8590895 ]\n",
      "  [803.8590895  815.18865579]\n",
      "  [815.18865579 711.10979771]\n",
      "  [711.10979771 705.56712797]\n",
      "  [705.56712797 803.8590895 ]\n",
      "  [803.8590895  803.8590895 ]\n",
      "  [815.18865579 815.18865579]\n",
      "  [711.10979771 711.10979771]\n",
      "  [705.56712797 705.56712797]]\n",
      "\n",
      " [[300.74768073 307.81685607]\n",
      "  [307.81685607 307.63000487]\n",
      "  [307.63000487 300.58099047]\n",
      "  [300.58099047 300.74768073]\n",
      "  [146.1520055  144.13224112]\n",
      "  [144.13224112 144.18562718]\n",
      "  [144.18562718 146.19963129]\n",
      "  [146.19963129 146.1520055 ]\n",
      "  [300.74768073 146.1520055 ]\n",
      "  [307.81685607 144.13224112]\n",
      "  [307.63000487 144.18562718]\n",
      "  [300.58099047 146.19963129]]]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show_pic(label_df,calib_df,0)\n",
    "\n",
    "# tensor([[ 2.4424,  2.4424,  1.2376,  1.2376,  2.4424,  2.4424,  1.2376,  1.2376],\n",
    "#         [ 1.4700,  1.4700,  1.4700,  1.4700, -0.4200, -0.4200, -0.4200, -0.4200],\n",
    "#         [ 8.6440,  8.1760,  8.1760,  8.6440,  8.6440,  8.1760,  8.1760,  8.6440]],"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-03-19T05:47:52.699516Z",
     "start_time": "2021-03-19T05:47:52.290480Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(12,4))\n",
    "sns.heatmap(label_df.loc[:,['height','width','length','pos_x','pos_y','pos_z','rot_y']].corr());"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-03-19T05:47:53.633593Z",
     "start_time": "2021-03-19T05:47:52.702483Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 0, 'Number of valid objects in image.')"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1296x360 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "_,axes = plt.subplots(1,2,figsize=(18,5))\n",
    "sns.countplot(x=label_df.groupby('#id')['#id'].agg(len),ax=axes[0]);\n",
    "plt.xlabel('Number of valid objects in image.')\n",
    "sns.countplot(x=label_df[label_df['truncated'] != -1].groupby('#id')['#id'].agg(len),ax=axes[1]);\n",
    "plt.xlabel('Number of valid objects in image.')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-03-19T05:47:56.674541Z",
     "start_time": "2021-03-19T05:47:53.636481Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x432 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "_,axes = plt.subplots(3,1,figsize=(12,6))\n",
    "sns.histplot(label_df[label_df['truncated'] != -1]['pos_x'], bins=500,ax=axes[0])\n",
    "sns.histplot(label_df[label_df['truncated'] != -1]['pos_y'], bins=500,ax=axes[1])\n",
    "sns.histplot(label_df[label_df['truncated'] != -1]['pos_z'], bins=500,ax=axes[2])\n",
    "plt.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-03-19T05:48:00.770478Z",
     "start_time": "2021-03-19T05:47:56.677480Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "_,axes = plt.subplots(4,1,figsize=(12,10))\n",
    "sns.histplot(label_df[label_df['truncated'] != -1]['length'], bins=500,ax=axes[0])\n",
    "sns.histplot(label_df[label_df['truncated'] != -1]['width'], bins=500,ax=axes[1])\n",
    "sns.histplot(label_df[label_df['truncated'] != -1]['height'], bins=500,ax=axes[2])\n",
    "sns.histplot(label_df[label_df['truncated'] != -1]['rot_y'], bins=500,ax=axes[3])\n",
    "\n",
    "plt.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  },
  "notify_time": "5",
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
